sudo yum install mysql
That only installs half of what's needed. nixCraft sums it up nicely for RHEL. It also works for Fedora :
$ sudo yum install mysql
$ sudo yum install mysql-server
To start it up and set the root user/password :
$ sudo yum install mysql
$ sudo chkconfig mysqld on
$ sudo /etc/init.d/mysqld start
$ mysqladmin -u root password PASSWORD
$ mysql -u root -p
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